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10/07/2019
Improving Relation Extraction with Knowledge-attention
While attention mechanisms have been proven to be effective in many NLP ...
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09/06/2019
Gradient Q(σ, λ): A Unified Algorithm with Function Approximation for Reinforcement Learning
Full-sampling (e.g., Q-learning) and pure-expectation (e.g., Expected Sa...
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08/04/2019
Full-semiparametric-likelihood-based inference for non-ignorable missing data
During the past few decades, missing-data problems have been studied ext...
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05/08/2019
A Scalable Learned Index Scheme in Storage Systems
Index structures are important for efficient data access, which have bee...
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05/04/2019
Test for homogeneity with unordered paired observations
In some applications, an experimental unit is composed of two distinct b...
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09/17/2018
Homogeneity testing under finite location-scale mixtures
The testing problem for the order of finite mixture models has a long hi...
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06/14/2018
Qualitative Measurements of Policy Discrepancy for Return-based Deep Q-Network
In this paper, we focus on policy discrepancy in return-based deep Q-net...
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05/16/2018
Doubly Robust Inference with Non-probability Survey Samples
We establish a general framework for statistical inferences with non-pro...
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12/07/2017